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Microsoft Azure AI Fundamentals
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Microsoft Azure AI Fundamentals : AI Overview
2. AI900 Introduction
3. AI 900 -- Exam Guide Breakdown
4. AI 900 -- Layers of Machine Learning
5. AI 900 -- Key Elements of AI
6. AI 900 -- DataSets
7. AI 900 -- Labeling
8. AI 900 -- Supervised and Unsupervised Reinforcement
9. AI 900 -- Neural Networks and Deep Learning
10. AI 900 -- GPU
11. AI 900 -- CUDA
12. AI 900 -- Simple ML Pipeline
13. AI 900 -- Forecast vs Prediction
14. AI 900 -- Metrics
15. AI 900 -- Juypter Notebooks.docx
16. AI 900 -- Regression
17. AI 900 -- Classification
18. AI 900 -- Clustering
19. AI 900 -- Confusion Matrix
20. AI 900 -- Anomaly Detection AI
21. AI 900 -- Computer Vision AI
22. AI 900 -- Natural Language Processing
23. AI 900 -- Conversational AI
24. AI 900 - Responsible AI
25. AI 900 -- Fairness
26. AI 900 -- Reliability and safety
27. AI 900 -- Privacy and security
28. AI 900 -- Inclusiveness
29. AI 900 -- Transparency
30. AI 900 -- Accountability
31. AI 900 -- Guidelines for Human AI Interaction
32. AI 900 -- Follow Along - Guidelines for Human AI Interaction - Copy
33. AI 900 -- Azure Cognitive Services
34. AI 900 -- Cognitive API Key and Endpoint
35. AI 900 -- Knowledge Mining
36. AI 900 -- Face Service
37. AI 900 -- Speech and Translate Service
38. AI 900 -- Text Analytics
39. AI 900 -- OCR Computer Vision
40. AI 900 -- Form Recognizer
41. AI 900 -- Form Recognizer Custom Models
42. AI 900 -- Form Recognizer Prebuilt Models
43. AI 900 -- LUIS
44. AI 900 -- QnA Maker
45. AI 900 -- Azure Bot Service
46. AI 900 -- Azure Machine Learning Service
47. AI 900 -- Studio Overview
48. AI 900 -- Studio Compute
49. AI 900 -- Studio Data Labeling
50. AI 900 -- Data Stores
51. AI 900 -- Datasets
Experiments
Pipelines
ML Designer
Model Registry
Endpoints
Notebooks
Introduction to AutoML
Data Guard Rails
Automatic Featurization
Model Selection
Explanation
Primary Metrics
Validation Type
Introduction to Custom Vision
Project Types and Domains
Custom Vision Features
AI CheatSheet
What is a LLM
Transformer models
Tokenization
Embeddings
Positional encoding
Attention
Azure OpenAI Studio
Azure OpenAI Service pricing
What is copilots
Prompt Engineering
Grounding
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Microsoft Azure AI Fundamentals
